Profiling Report

Dataset statistics

Number of variables	35
Number of observations	300
Missing cells	1081
Missing cells (%)	10.3%
Duplicate rows	3
Duplicate rows (%)	1.0%
Total size in memory	84.4 KiB
Average record size in memory	288.0 B

Variable types

Numeric	26
Categorical	9

Alerts

`ERC20_avg_time_between_sent_tnx` has constant value ""	Constant
`ERC20_avg_time_between_rec_tnx` has constant value ""	Constant
`ERC20_avg_time_between_rec_2_tnx` has constant value ""	Constant
`ERC20_avg_time_between_contract_tnx` has constant value ""	Constant
`ERC20_min_val_sent_contract` has constant value ""	Constant
`ERC20_max_val_sent_contract` has constant value ""	Constant
`ERC20_avg_val_sent_contract` has constant value ""	Constant
Dataset has 3 (1.0%) duplicate rows	Duplicates
`Avg_min_between_sent_tnx` is highly overall correlated with `max_val_sent` and 1 other fields	High correlation
`Avg_min_between_received_tnx` is highly overall correlated with `Time_Diff_between_first_and_last_(Mins)`	High correlation
`Time_Diff_between_first_and_last_(Mins)` is highly overall correlated with `Avg_min_between_received_tnx` and 4 other fields	High correlation
`min_value_received` is highly overall correlated with `avg_val_received` and 11 other fields	High correlation
`max_value_received` is highly overall correlated with `avg_val_received` and 4 other fields	High correlation
`avg_val_received` is highly overall correlated with `min_value_received` and 5 other fields	High correlation
`min_val_sent` is highly overall correlated with `min_value_received` and 3 other fields	High correlation
`max_val_sent` is highly overall correlated with `Avg_min_between_sent_tnx` and 7 other fields	High correlation
`avg_val_sent` is highly overall correlated with `min_value_received` and 6 other fields	High correlation
`total_Ether_sent` is highly overall correlated with `Avg_min_between_sent_tnx` and 7 other fields	High correlation
`total_ether_received` is highly overall correlated with `max_value_received` and 4 other fields	High correlation
`Total_ERC20_tnxs` is highly overall correlated with `Time_Diff_between_first_and_last_(Mins)` and 12 other fields	High correlation
`ERC20_total_Ether_received` is highly overall correlated with `min_value_received` and 6 other fields	High correlation
`ERC20_total_ether_sent` is highly overall correlated with `Total_ERC20_tnxs` and 5 other fields	High correlation
`ERC20_uniq_sent_addr` is highly overall correlated with `Total_ERC20_tnxs` and 5 other fields	High correlation
`ERC20_uniq_rec_addr` is highly overall correlated with `Time_Diff_between_first_and_last_(Mins)` and 7 other fields	High correlation
`ERC20_uniq_rec_contract_addr` is highly overall correlated with `Time_Diff_between_first_and_last_(Mins)` and 7 other fields	High correlation
`ERC20_min_val_rec` is highly overall correlated with `ERC20_avg_val_rec`	High correlation
`ERC20_max_val_rec` is highly overall correlated with `min_value_received` and 6 other fields	High correlation
`ERC20_avg_val_rec` is highly overall correlated with `min_value_received` and 7 other fields	High correlation
`ERC20_min_val_sent` is highly overall correlated with `ERC20_total_ether_sent` and 4 other fields	High correlation
`ERC20_max_val_sent` is highly overall correlated with `Total_ERC20_tnxs` and 5 other fields	High correlation
`ERC20_avg_val_sent` is highly overall correlated with `Total_ERC20_tnxs` and 5 other fields	High correlation
`ERC20_uniq_sent_token_name` is highly overall correlated with `Total_ERC20_tnxs` and 5 other fields	High correlation
`ERC20_uniq_rec_token_name` is highly overall correlated with `Time_Diff_between_first_and_last_(Mins)` and 7 other fields	High correlation
`ERC20_total_Ether_sent_contract` is highly imbalanced (96.3%)	Imbalance
`ERC20_uniq_sent_addr.1` is highly imbalanced (96.3%)	Imbalance
`Total_ERC20_tnxs` has 47 (15.7%) missing values	Missing
`ERC20_total_Ether_received` has 47 (15.7%) missing values	Missing
`ERC20_total_ether_sent` has 47 (15.7%) missing values	Missing
`ERC20_total_Ether_sent_contract` has 47 (15.7%) missing values	Missing
`ERC20_uniq_sent_addr` has 47 (15.7%) missing values	Missing
`ERC20_uniq_rec_addr` has 47 (15.7%) missing values	Missing
`ERC20_uniq_sent_addr.1` has 47 (15.7%) missing values	Missing
`ERC20_uniq_rec_contract_addr` has 47 (15.7%) missing values	Missing
`ERC20_avg_time_between_sent_tnx` has 47 (15.7%) missing values	Missing
`ERC20_avg_time_between_rec_tnx` has 47 (15.7%) missing values	Missing
`ERC20_avg_time_between_rec_2_tnx` has 47 (15.7%) missing values	Missing
`ERC20_avg_time_between_contract_tnx` has 47 (15.7%) missing values	Missing
`ERC20_min_val_rec` has 47 (15.7%) missing values	Missing
`ERC20_max_val_rec` has 47 (15.7%) missing values	Missing
`ERC20_avg_val_rec` has 47 (15.7%) missing values	Missing
`ERC20_min_val_sent` has 47 (15.7%) missing values	Missing
`ERC20_max_val_sent` has 47 (15.7%) missing values	Missing
`ERC20_avg_val_sent` has 47 (15.7%) missing values	Missing
`ERC20_min_val_sent_contract` has 47 (15.7%) missing values	Missing
`ERC20_max_val_sent_contract` has 47 (15.7%) missing values	Missing
`ERC20_avg_val_sent_contract` has 47 (15.7%) missing values	Missing
`ERC20_uniq_sent_token_name` has 47 (15.7%) missing values	Missing
`ERC20_uniq_rec_token_name` has 47 (15.7%) missing values	Missing
`Avg_min_between_sent_tnx` has 143 (47.7%) zeros	Zeros
`Avg_min_between_received_tnx` has 95 (31.7%) zeros	Zeros
`Time_Diff_between_first_and_last_(Mins)` has 33 (11.0%) zeros	Zeros
`min_value_received` has 92 (30.7%) zeros	Zeros
`max_value_received` has 36 (12.0%) zeros	Zeros
`avg_val_received` has 36 (12.0%) zeros	Zeros
`min_val_sent` has 115 (38.3%) zeros	Zeros
`max_val_sent` has 84 (28.0%) zeros	Zeros
`avg_val_sent` has 84 (28.0%) zeros	Zeros
`total_Ether_sent` has 84 (28.0%) zeros	Zeros
`total_ether_received` has 36 (12.0%) zeros	Zeros
`total_ether_balance` has 36 (12.0%) zeros	Zeros
`Total_ERC20_tnxs` has 94 (31.3%) zeros	Zeros
`ERC20_total_Ether_received` has 98 (32.7%) zeros	Zeros
`ERC20_total_ether_sent` has 221 (73.7%) zeros	Zeros
`ERC20_uniq_sent_addr` has 221 (73.7%) zeros	Zeros
`ERC20_uniq_rec_addr` has 98 (32.7%) zeros	Zeros
`ERC20_uniq_rec_contract_addr` has 98 (32.7%) zeros	Zeros
`ERC20_min_val_rec` has 154 (51.3%) zeros	Zeros
`ERC20_max_val_rec` has 103 (34.3%) zeros	Zeros
`ERC20_avg_val_rec` has 103 (34.3%) zeros	Zeros
`ERC20_min_val_sent` has 236 (78.7%) zeros	Zeros
`ERC20_max_val_sent` has 222 (74.0%) zeros	Zeros
`ERC20_avg_val_sent` has 222 (74.0%) zeros	Zeros
`ERC20_uniq_sent_token_name` has 221 (73.7%) zeros	Zeros
`ERC20_uniq_rec_token_name` has 98 (32.7%) zeros	Zeros

Reproduction

Analysis started	2023-04-11 23:23:35.883007
Analysis finished	2023-04-11 23:25:33.179983
Duration	1 minute and 57.3 seconds
Software version	ydata-profiling vv4.1.1
Download configuration	config.json

Avg_min_between_sent_tnx
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	156
Distinct (%)	52.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3399.8487

Minimum	0
Maximum	190984.02
Zeros	143
Zeros (%)	47.7%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2.695
Q3	207.09
95-th percentile	12105.255
Maximum	190984.02
Range	190984.02
Interquartile range (IQR)	207.09

Descriptive statistics

Standard deviation	16164.379
Coefficient of variation (CV)	4.7544405
Kurtosis	74.892726
Mean	3399.8487
Median Absolute Deviation (MAD)	2.695
Skewness	7.9975144
Sum	1019954.6
Variance	2.6128714 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	143	47.7%
18.96	2	0.7%
21.68	2	0.7%
21.65	1	0.3%
155.51	1	0.3%
3263.49	1	0.3%
350.24	1	0.3%
30.63	1	0.3%
28.84	1	0.3%
2317.25	1	0.3%
Other values (146)	146	48.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	143	47.7%
1.39	1	0.3%
1.77	1	0.3%
2.06	1	0.3%
2.07	1	0.3%
2.32	1	0.3%
2.61	1	0.3%
2.66	1	0.3%
2.73	1	0.3%
2.93	1	0.3%

Value	Count	Frequency (%)
190984.02	1	0.3%
110527.4	1	0.3%
100277.04	1	0.3%
93298.56	1	0.3%
77025.79	1	0.3%
46082.48	1	0.3%
42309.29	1	0.3%
27016.12	1	0.3%
23534.96	1	0.3%
21727.78	1	0.3%

Avg_min_between_received_tnx
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	200
Distinct (%)	66.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5264.3794

Minimum	0
Maximum	209346.03
Zeros	95
Zeros (%)	31.7%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	128.72
Q3	2361.2375
95-th percentile	26429.496
Maximum	209346.03
Range	209346.03
Interquartile range (IQR)	2361.2375

Descriptive statistics

Standard deviation	19688.398
Coefficient of variation (CV)	3.7399277
Kurtosis	66.669678
Mean	5264.3794
Median Absolute Deviation (MAD)	128.72
Skewness	7.5482479
Sum	1579313.8
Variance	3.8763303 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	95	31.7%
0.82	6	2.0%
0.21	2	0.7%
34190.91	1	0.3%
142.74	1	0.3%
651.31	1	0.3%
2.01	1	0.3%
2742	1	0.3%
9528.54	1	0.3%
1801.75	1	0.3%
Other values (190)	190	63.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	95	31.7%
0.02	1	0.3%
0.03	1	0.3%
0.06	1	0.3%
0.07	1	0.3%
0.14	1	0.3%
0.2	1	0.3%
0.21	2	0.7%
0.29	1	0.3%
0.42	1	0.3%

Value	Count	Frequency (%)
209346.03	1	0.3%
185539.87	1	0.3%
128280.54	1	0.3%
80425.83	1	0.3%
49455.66	1	0.3%
44867.83	1	0.3%
44699.56	1	0.3%
43069.21	1	0.3%
39069.62	1	0.3%
39025.39	1	0.3%

Time_Diff_between_first_and_last_(Mins)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	264
Distinct (%)	88.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	119541.05

Minimum	0
Maximum	1098915.1
Zeros	33
Zeros (%)	11.0%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	104.9625
median	11871.845
Q3	174768.08
95-th percentile	597026.5
Maximum	1098915.1
Range	1098915.1
Interquartile range (IQR)	174663.12

Descriptive statistics

Standard deviation	215989.38
Coefficient of variation (CV)	1.8068219
Kurtosis	5.8656461
Mean	119541.05
Median Absolute Deviation (MAD)	11871.845
Skewness	2.4421808
Sum	35862314
Variance	4.6651412 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	33	11.0%
56.87	2	0.7%
65.03	2	0.7%
324.73	2	0.7%
198901.02	2	0.7%
64.95	1	0.3%
29160.87	1	0.3%
291451.1	1	0.3%
216042.92	1	0.3%
256618.77	1	0.3%
Other values (254)	254	84.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	33	11.0%
1.87	1	0.3%
4.18	1	0.3%
5.72	1	0.3%
6.2	1	0.3%
7.98	1	0.3%
8.8	1	0.3%
9.42	1	0.3%
12.73	1	0.3%
21.3	1	0.3%

Value	Count	Frequency (%)
1098915.1	1	0.3%
994962.07	1	0.3%
960129.8	1	0.3%
956179.85	1	0.3%
955324.02	1	0.3%
931417.2	1	0.3%
900382.7	1	0.3%
882857.8	1	0.3%
864149.97	1	0.3%
787773.73	1	0.3%

min_value_received
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	144
Distinct (%)	48.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29.278343

Minimum	0
Maximum	2435.6107
Zeros	92
Zeros (%)	30.7%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.0337995
Q3	1.43391
95-th percentile	101
Maximum	2435.6107
Range	2435.6107
Interquartile range (IQR)	1.43391

Descriptive statistics

Standard deviation	161.21891
Coefficient of variation (CV)	5.5064217
Kurtosis	168.33349
Mean	29.278343
Median Absolute Deviation (MAD)	0.0337995
Skewness	11.849861
Sum	8783.503
Variance	25991.536
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	92	30.7%
101	20	6.7%
0.5	11	3.7%
0.1	9	3.0%
0.01	7	2.3%
0.001	6	2.0%
1	4	1.3%
0.005	3	1.0%
1.5	3	1.0%
0.49	3	1.0%
Other values (134)	142	47.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	92	30.7%
1 × 10^-6	1	0.3%
1.2 × 10^-5	1	0.3%
0.000396	1	0.3%
0.000441	1	0.3%
0.0005	1	0.3%
0.000888	1	0.3%
0.000926	1	0.3%
0.001	6	2.0%
0.001052	1	0.3%

Value	Count	Frequency (%)
2435.610738	1	0.3%
525.303927	1	0.3%
525.016521	1	0.3%
522.970276	1	0.3%
517.428338	1	0.3%
512.388539	1	0.3%
511.779514	1	0.3%
504.190985	1	0.3%
101	20	6.7%
50.311864	1	0.3%

max_value_received
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	209
Distinct (%)	69.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	198.31421

Minimum	0
Maximum	18390.842
Zeros	36
Zeros (%)	12.0%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.59375
median	3.5219915
Q3	30.036967
95-th percentile	260.59525
Maximum	18390.842
Range	18390.842
Interquartile range (IQR)	29.443217

Descriptive statistics

Standard deviation	1284.3264
Coefficient of variation (CV)	6.4762199
Kurtosis	144.57029
Mean	198.31421
Median Absolute Deviation (MAD)	3.5219915
Skewness	11.247639
Sum	59494.263
Variance	1649494.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	36	12.0%
101	20	6.7%
5	8	2.7%
10	8	2.7%
1	8	2.7%
100	3	1.0%
2	3	1.0%
0.5	3	1.0%
0.2	3	1.0%
13	2	0.7%
Other values (199)	206	68.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	36	12.0%
0.011	1	0.3%
0.016	1	0.3%
0.016549	1	0.3%
0.025	1	0.3%
0.052892	1	0.3%
0.06551	1	0.3%
0.081312	1	0.3%
0.086235	1	0.3%
0.1	2	0.7%

Value	Count	Frequency (%)
18390.84202	1	0.3%
8892.185276	1	0.3%
7000	1	0.3%
4271.378867	1	0.3%
1496.809015	1	0.3%
1489.94	1	0.3%
1489.220486	1	0.3%
1488.611461	1	0.3%
1483.571662	1	0.3%
1478.029724	1	0.3%

avg_val_received
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	212
Distinct (%)	70.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	53.048975

Minimum	0
Maximum	3333.6667
Zeros	36
Zeros (%)	12.0%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.241333
median	1.0796845
Q3	11.452046
95-th percentile	101
Maximum	3333.6667
Range	3333.6667
Interquartile range (IQR)	11.210714

Descriptive statistics

Standard deviation	249.48465
Coefficient of variation (CV)	4.7029118
Kurtosis	104.60726
Mean	53.048975
Median Absolute Deviation (MAD)	1.0796845
Skewness	9.1132909
Sum	15914.693
Variance	62242.592
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	36	12.0%
50.5	22	7.3%
101	20	6.7%
1000.5	7	2.3%
1	4	1.3%
0.1	2	0.7%
5	2	0.7%
0.64	2	0.7%
0.5	2	0.7%
0.350668	1	0.3%
Other values (202)	202	67.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	36	12.0%
1 × 10^-5	1	0.3%
0.010355	1	0.3%
0.012319	1	0.3%
0.016549	1	0.3%
0.021499	1	0.3%
0.025	1	0.3%
0.02505	1	0.3%
0.026686	1	0.3%
0.041487	1	0.3%

Value	Count	Frequency (%)
3333.666667	1	0.3%
1000.5	7	2.3%
978.199868	1	0.3%
250.562245	1	0.3%
113.420657	1	0.3%
101	20	6.7%
91.397466	1	0.3%
86.524912	1	0.3%
74.041111	1	0.3%
58.551009	1	0.3%

min_val_sent
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	163
Distinct (%)	54.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.9471577

Minimum	0
Maximum	101
Zeros	115
Zeros (%)	38.3%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.062025
Q3	1.706975
95-th percentile	16.999299
Maximum	101
Range	101
Interquartile range (IQR)	1.706975

Descriptive statistics

Standard deviation	8.8233924
Coefficient of variation (CV)	2.993865
Kurtosis	57.272566
Mean	2.9471577
Median Absolute Deviation (MAD)	0.062025
Skewness	6.4761019
Sum	884.14731
Variance	77.852254
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	115	38.3%
1	10	3.3%
0.5	5	1.7%
0.01	4	1.3%
0.001	3	1.0%
3	3	1.0%
0.999139	2	0.7%
0.1	2	0.7%
2	2	0.7%
4.526875	1	0.3%
Other values (153)	153	51.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	115	38.3%
7 × 10^-5	1	0.3%
8 × 10^-5	1	0.3%
0.000198	1	0.3%
0.001	3	1.0%
0.001078	1	0.3%
0.001759	1	0.3%
0.002	1	0.3%
0.002559	1	0.3%
0.004	1	0.3%

Value	Count	Frequency (%)
101	1	0.3%
52.444836	1	0.3%
49.137992	1	0.3%
35.449712	1	0.3%
32.86571	1	0.3%
31.806779	1	0.3%
26.37	1	0.3%
25.587227	1	0.3%
24.99909	1	0.3%
23.6799	1	0.3%

max_val_sent
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	210
Distinct (%)	70.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	281.91033

Minimum	0
Maximum	34447
Zeros	84
Zeros (%)	28.0%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	28.671
95-th percentile	190.29008
Maximum	34447
Range	34447
Interquartile range (IQR)	28.671

Descriptive statistics

Standard deviation	2601.8803
Coefficient of variation (CV)	9.2294607
Kurtosis	148.38324
Mean	281.91033
Median Absolute Deviation (MAD)	2
Skewness	12.109159
Sum	84573.1
Variance	6769781.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	84	28.0%
10	3	1.0%
2	2	0.7%
1.1	2	0.7%
4	2	0.7%
0.999139	2	0.7%
101	2	0.7%
74.44992	1	0.3%
19.874192	1	0.3%
2.694659	1	0.3%
Other values (200)	200	66.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	84	28.0%
0.02	1	0.3%
0.031846	1	0.3%
0.039509	1	0.3%
0.04	1	0.3%
0.07	1	0.3%
0.089	1	0.3%
0.09688	1	0.3%
0.11	1	0.3%
0.1164	1	0.3%

Value	Count	Frequency (%)
34447	1	0.3%
28903.57479	1	0.3%
2696.633909	1	0.3%
1758.263098	1	0.3%
1519.64391	1	0.3%
1470.620309	1	0.3%
1452.455404	1	0.3%
1452.353989	1	0.3%
1452.034351	1	0.3%
1452.029105	1	0.3%

avg_val_sent
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	178
Distinct (%)	59.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	36.554648

Minimum	0
Maximum	2474.2691
Zeros	84
Zeros (%)	28.0%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1.0826765
Q3	14.324573
95-th percentile	60.707347
Maximum	2474.2691
Range	2474.2691
Interquartile range (IQR)	14.324573

Descriptive statistics

Standard deviation	177.53999
Coefficient of variation (CV)	4.8568375
Kurtosis	122.66446
Mean	36.554648
Median Absolute Deviation (MAD)	1.0826765
Skewness	9.91765
Sum	10966.394
Variance	31520.446
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	84	28.0%
33.666149	15	5.0%
50.499487	14	4.7%
666.999528	6	2.0%
33.666163	5	1.7%
0.999139	2	0.7%
25.249475	2	0.7%
33.666143	2	0.7%
0.289836	1	0.3%
2.694659	1	0.3%
Other values (168)	168	56.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	84	28.0%
1.2 × 10^-5	1	0.3%
2.9 × 10^-5	1	0.3%
0.004558	1	0.3%
0.010066	1	0.3%
0.016978	1	0.3%
0.02	1	0.3%
0.020471	1	0.3%
0.03285	1	0.3%
0.052099	1	0.3%

Value	Count	Frequency (%)
2474.269105	1	0.3%
769.595763	1	0.3%
666.999528	6	2.0%
500.249528	1	0.3%
250.561804	1	0.3%
114.219105	1	0.3%
99.019293	1	0.3%
91.396636	1	0.3%
70.143758	1	0.3%
63.230318	1	0.3%

total_Ether_sent
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	179
Distinct (%)	59.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1620.7575

Minimum	0
Maximum	337852.54
Zeros	84
Zeros (%)	28.0%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2.6913321
Q3	100.99544
95-th percentile	1015.9979
Maximum	337852.54
Range	337852.54
Interquartile range (IQR)	100.99544

Descriptive statistics

Standard deviation	19879.104
Coefficient of variation (CV)	12.265317
Kurtosis	276.43118
Mean	1620.7575
Median Absolute Deviation (MAD)	2.6913321
Skewness	16.375095
Sum	486227.26
Variance	3.9517878 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	84	28.0%
100.998446	15	5.0%
100.9989738	14	4.7%
2000.998585	6	2.0%
100.998488	5	1.7%
100.9984278	2	0.7%
0.999139	2	0.7%
6.66577835	1	0.3%
19.87419248	1	0.3%
2.69465915	1	0.3%
Other values (169)	169	56.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	84	28.0%
0.02	1	0.3%
0.031846428	1	0.3%
0.0395093	1	0.3%
0.08188331	1	0.3%
0.09688	1	0.3%
0.098551	1	0.3%
0.11797166	1	0.3%
0.13164093	1	0.3%
0.203740991	1	0.3%

Value	Count	Frequency (%)
337852.5401	1	0.3%
51980.14237	1	0.3%
42062.57479	1	0.3%
13906.12561	1	0.3%
10000.94855	1	0.3%
2000.998585	6	2.0%
2000.998113	1	0.3%
1420.414967	1	0.3%
1332.7314	1	0.3%
1097.941133	1	0.3%

total_ether_received
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	209
Distinct (%)	69.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1882.209

Minimum	0
Maximum	342106.95
Zeros	36
Zeros (%)	12.0%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1.1784292
median	15.257632
Q3	101
95-th percentile	1608.5447
Maximum	342106.95
Range	342106.95
Interquartile range (IQR)	99.821571

Descriptive statistics

Standard deviation	20328.012
Coefficient of variation (CV)	10.800082
Kurtosis	265.0225
Mean	1882.209
Median Absolute Deviation (MAD)	15.257632
Skewness	15.911847
Sum	564662.7
Variance	4.1322809 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
101	44	14.7%
0	36	12.0%
2001	7	2.3%
1	4	1.3%
5	2	0.7%
0.64	2	0.7%
0.1	2	0.7%
0.5	2	0.7%
0.70133609	1	0.3%
67.5269044	1	0.3%
Other values (199)	199	66.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	36	12.0%
0.016549422	1	0.3%
0.02071068	1	0.3%
0.022	1	0.3%
0.085994956	1	0.3%
0.086235	1	0.3%
0.0936584	1	0.3%
0.1	2	0.7%
0.11969366	1	0.3%
0.13214493	1	0.3%

Value	Count	Frequency (%)
342106.953	1	0.3%
53174.17165	1	0.3%
50652.45143	1	0.3%
42062.59433	1	0.3%
11940.43782	1	0.3%
10187.8755	1	0.3%
10001	1	0.3%
5303.391356	1	0.3%
2001	7	2.3%
1587.8892	1	0.3%

total_ether_balance
Real number (ℝ)

Distinct	195
Distinct (%)	65.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	261.45147

Minimum	-1965.6878
Maximum	50652.451
Zeros	36
Zeros (%)	12.0%
Negative	24
Negative (%)	8.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	-1965.6878
5-th percentile	-0.99613561
Q1	0.000504
median	0.001554
Q3	0.018004236
95-th percentile	242.91898
Maximum	50652.451
Range	52618.139
Interquartile range (IQR)	0.017500235

Descriptive statistics

Standard deviation	3008.7356
Coefficient of variation (CV)	11.507816
Kurtosis	265.89749
Mean	261.45147
Median Absolute Deviation (MAD)	0.001554
Skewness	15.960773
Sum	78435.442
Variance	9052489.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	36	12.0%
0.001554	15	5.0%
0.001026218	14	4.7%
0.000861	12	4.0%
0.00105	7	2.3%
0.001414909	6	2.0%
0.000504	6	2.0%
0.001512	5	1.7%
0.000483	3	1.0%
0.002583	3	1.0%
Other values (185)	193	64.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1965.68779	1	0.3%
-62.01628963	1	0.3%
-32.09915869	1	0.3%
-22.89	1	0.3%
-19.64194018	1	0.3%
-17.96892874	1	0.3%
-17.24072198	1	0.3%
-11.998047	1	0.3%
-11.97960456	1	0.3%
-7.502961453	1	0.3%

Value	Count	Frequency (%)
50652.45143	1	0.3%
10187.8755	1	0.3%
5303.391356	1	0.3%
4254.412938	1	0.3%
1587.8892	1	0.3%
1194.029282	1	0.3%
1159.614004	1	0.3%
764.1994771	1	0.3%
624.8973142	1	0.3%
611.3820377	1	0.3%

Total_ERC20_tnxs
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	32
Distinct (%)	12.6%
Missing	47
Missing (%)	15.7%
Infinite	0
Infinite (%)	0.0%
Mean	9.229249

Minimum	0
Maximum	498
Zeros	94
Zeros (%)	31.3%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	43.2
Maximum	498
Range	498
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	41.862146
Coefficient of variation (CV)	4.5358129
Kurtosis	83.167881
Mean	9.229249
Median Absolute Deviation (MAD)	1
Skewness	8.343603
Sum	2335
Variance	1752.4393
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
0	94	31.3%
1	73	24.3%
2	26	8.7%
3	11	3.7%
4	9	3.0%
5	6	2.0%
6	5	1.7%
7	3	1.0%
9	2	0.7%
15	2	0.7%
Other values (22)	22	7.3%
(Missing)	47	15.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	94	31.3%
1	73	24.3%
2	26	8.7%
3	11	3.7%
4	9	3.0%
5	6	2.0%
6	5	1.7%
7	3	1.0%
8	1	0.3%
9	2	0.7%

Value	Count	Frequency (%)
498	1	0.3%
263	1	0.3%
246	1	0.3%
155	1	0.3%
123	1	0.3%
97	1	0.3%
95	1	0.3%
75	1	0.3%
68	1	0.3%
59	1	0.3%

ERC20_total_Ether_received
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	96
Distinct (%)	37.9%
Missing	47
Missing (%)	15.7%
Infinite	0
Infinite (%)	0.0%
Mean	6299138.4

Minimum	0
Maximum	1.5532699 × 10⁹
Zeros	98
Zeros (%)	32.7%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1.337
Q3	13.37
95-th percentile	235880.91
Maximum	1.5532699 × 10⁹
Range	1.5532699 × 10⁹
Interquartile range (IQR)	13.37

Descriptive statistics

Standard deviation	97649331
Coefficient of variation (CV)	15.502014
Kurtosis	252.93529
Mean	6299138.4
Median Absolute Deviation (MAD)	1.337
Skewness	15.902946
Sum	1.593682 × 10⁹
Variance	9.5353918 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	98	32.7%
1.337	36	12.0%
13.37	22	7.3%
100.337	4	1.3%
113.37	2	0.7%
5.256290693	1	0.3%
2.085559153	1	0.3%
0.10638945	1	0.3%
32625.13439	1	0.3%
3.470693463	1	0.3%
Other values (86)	86	28.7%
(Missing)	47	15.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	98	32.7%
8.48 × 10^-14	1	0.3%
1 × 10^-12	1	0.3%
1 × 10^-11	1	0.3%
4.6 × 10^-11	1	0.3%
1.2 × 10^-9	1	0.3%
0.022498233	1	0.3%
0.033297851	1	0.3%
0.10638945	1	0.3%
0.615885994	1	0.3%

Value	Count	Frequency (%)
1553269911	1	0.3%
10376481.72	1	0.3%
10000400	1	0.3%
8224365.159	1	0.3%
5443050.706	1	0.3%
1556556.631	1	0.3%
1141890.121	1	0.3%
701817.7156	1	0.3%
556644.9773	1	0.3%
464323.1929	1	0.3%

ERC20_total_ether_sent
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	30
Distinct (%)	11.9%
Missing	47
Missing (%)	15.7%
Infinite	0
Infinite (%)	0.0%
Mean	90270.657

Minimum	0
Maximum	10353460
Zeros	221
Zeros (%)	73.7%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	33441.824
Maximum	10353460
Range	10353460
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	784695.01
Coefficient of variation (CV)	8.6926919
Kurtosis	130.84668
Mean	90270.657
Median Absolute Deviation (MAD)	0
Skewness	11.021303
Sum	22838476
Variance	6.1574626 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
0	221	73.7%
100	4	1.3%
2000	1	0.3%
138033.9125	1	0.3%
2220.378189	1	0.3%
15	1	0.3%
20090	1	0.3%
10353459.57	1	0.3%
22625.1343	1	0.3%
116853.7301	1	0.3%
Other values (20)	20	6.7%
(Missing)	47	15.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	221	73.7%
1.2 × 10^-9	1	0.3%
1.4 × 10^-5	1	0.3%
4.95725152	1	0.3%
15	1	0.3%
20.83224224	1	0.3%
36.61203433	1	0.3%
100	4	1.3%
1216.789506	1	0.3%
2000	1	0.3%

Value	Count	Frequency (%)
10353459.57	1	0.3%
6068738.885	1	0.3%
3378704.893	1	0.3%
1141889.49	1	0.3%
397136.8967	1	0.3%
354504.2989	1	0.3%
261346.6343	1	0.3%
231237.9145	1	0.3%
203335.2956	1	0.3%
138033.9125	1	0.3%

ERC20_total_Ether_sent_contract
Categorical

IMBALANCE MISSING

Distinct	2
Distinct (%)	0.8%
Missing	47
Missing (%)	15.7%
Memory size	4.7 KiB

0.0	252
5.57e-05	1

Length

Max length	8
Median length	3
Mean length	3.0197628
Min length	3

Characters and Unicode

Total characters	764
Distinct characters	6
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.4%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	252	84.0%
5.57e-05	1	0.3%
(Missing)	47	15.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	252	99.6%
5.57e-05	1	0.4%

Most occurring characters

Value	Count	Frequency (%)
0	505	66.1%
.	253	33.1%
5	3	0.4%
7	1	0.1%
e	1	0.1%
-	1	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	509	66.6%
Other Punctuation	253	33.1%
Lowercase Letter	1	0.1%
Dash Punctuation	1	0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	505	99.2%
5	3	0.6%
7	1	0.2%

Other Punctuation

Value	Count	Frequency (%)
.	253	100.0%

Lowercase Letter

Value	Count	Frequency (%)
e	1	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	763	99.9%
Latin	1	0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	505	66.2%
.	253	33.2%
5	3	0.4%
7	1	0.1%
-	1	0.1%

Latin

Value	Count	Frequency (%)
e	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	764	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	505	66.1%
.	253	33.1%
5	3	0.4%
7	1	0.1%
e	1	0.1%
-	1	0.1%

ERC20_uniq_sent_addr
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	15
Distinct (%)	5.9%
Missing	47
Missing (%)	15.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.93280632

Minimum	0
Maximum	43
Zeros	221
Zeros (%)	73.7%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3.8
Maximum	43
Range	43
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	4.2519173
Coefficient of variation (CV)	4.5581994
Kurtosis	47.31249
Mean	0.93280632
Median Absolute Deviation (MAD)	0
Skewness	6.3260204
Sum	236
Variance	18.0788
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
0	221	73.7%
1	15	5.0%
2	3	1.0%
6	2	0.7%
15	2	0.7%
7	1	0.3%
21	1	0.3%
43	1	0.3%
25	1	0.3%
20	1	0.3%
Other values (5)	5	1.7%
(Missing)	47	15.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	221	73.7%
1	15	5.0%
2	3	1.0%
3	1	0.3%
5	1	0.3%
6	2	0.7%
7	1	0.3%
12	1	0.3%
15	2	0.7%
18	1	0.3%

Value	Count	Frequency (%)
43	1	0.3%
25	1	0.3%
21	1	0.3%
20	1	0.3%
19	1	0.3%
18	1	0.3%
15	2	0.7%
12	1	0.3%
7	1	0.3%
6	2	0.7%

ERC20_uniq_rec_addr
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	27
Distinct (%)	10.7%
Missing	47
Missing (%)	15.7%
Infinite	0
Infinite (%)	0.0%
Mean	4.1304348

Minimum	0
Maximum	153
Zeros	98
Zeros (%)	32.7%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	20.8
Maximum	153
Range	153
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	13.893115
Coefficient of variation (CV)	3.3635962
Kurtosis	59.264193
Mean	4.1304348
Median Absolute Deviation (MAD)	1
Skewness	6.8565339
Sum	1045
Variance	193.01863
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
0	98	32.7%
1	74	24.7%
2	29	9.7%
4	13	4.3%
3	9	3.0%
5	4	1.3%
8	3	1.0%
6	3	1.0%
7	2	0.7%
38	1	0.3%
Other values (17)	17	5.7%
(Missing)	47	15.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	98	32.7%
1	74	24.7%
2	29	9.7%
3	9	3.0%
4	13	4.3%
5	4	1.3%
6	3	1.0%
7	2	0.7%
8	3	1.0%
10	1	0.3%

Value	Count	Frequency (%)
153	1	0.3%
79	1	0.3%
72	1	0.3%
65	1	0.3%
55	1	0.3%
42	1	0.3%
40	1	0.3%
38	1	0.3%
33	1	0.3%
30	1	0.3%

ERC20_uniq_sent_addr.1
Categorical

IMBALANCE MISSING

Distinct	2
Distinct (%)	0.8%
Missing	47
Missing (%)	15.7%
Memory size	4.7 KiB

0.0	252
1.0	1

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	759
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.4%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	252	84.0%
1.0	1	0.3%
(Missing)	47	15.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	252	99.6%
1.0	1	0.4%

Most occurring characters

Value	Count	Frequency (%)
0	505	66.5%
.	253	33.3%
1	1	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	506	66.7%
Other Punctuation	253	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	505	99.8%
1	1	0.2%

Other Punctuation

Value	Count	Frequency (%)
.	253	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	759	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	505	66.5%
.	253	33.3%
1	1	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	759	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	505	66.5%
.	253	33.3%
1	1	0.1%

ERC20_uniq_rec_contract_addr
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	26
Distinct (%)	10.3%
Missing	47
Missing (%)	15.7%
Infinite	0
Infinite (%)	0.0%
Mean	4.6166008

Minimum	0
Maximum	213
Zeros	98
Zeros (%)	32.7%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	22
Maximum	213
Range	213
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	17.229751
Coefficient of variation (CV)	3.7321293
Kurtosis	89.131463
Mean	4.6166008
Median Absolute Deviation (MAD)	1
Skewness	8.3750156
Sum	1168
Variance	296.86433
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0	98	32.7%
1	74	24.7%
2	26	8.7%
4	11	3.7%
3	11	3.7%
5	7	2.3%
7	3	1.0%
6	3	1.0%
17	2	0.7%
12	2	0.7%
Other values (16)	16	5.3%
(Missing)	47	15.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	98	32.7%
1	74	24.7%
2	26	8.7%
3	11	3.7%
4	11	3.7%
5	7	2.3%
6	3	1.0%
7	3	1.0%
10	1	0.3%
11	1	0.3%

Value	Count	Frequency (%)
213	1	0.3%
89	1	0.3%
80	1	0.3%
65	1	0.3%
53	1	0.3%
50	1	0.3%
43	1	0.3%
40	1	0.3%
39	1	0.3%
33	1	0.3%

ERC20_avg_time_between_sent_tnx
Categorical

CONSTANT MISSING

Distinct	1
Distinct (%)	0.4%
Missing	47
Missing (%)	15.7%
Memory size	4.7 KiB

0.0	253

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	759
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	253	84.3%
(Missing)	47	15.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	253	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	506	66.7%
.	253	33.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	506	66.7%
Other Punctuation	253	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	506	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	253	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	759	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	506	66.7%
.	253	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	759	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	506	66.7%
.	253	33.3%

ERC20_avg_time_between_rec_tnx
Categorical

CONSTANT MISSING

Distinct	1
Distinct (%)	0.4%
Missing	47
Missing (%)	15.7%
Memory size	4.7 KiB

0.0	253

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	759
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	253	84.3%
(Missing)	47	15.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	253	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	506	66.7%
.	253	33.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	506	66.7%
Other Punctuation	253	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	506	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	253	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	759	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	506	66.7%
.	253	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	759	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	506	66.7%
.	253	33.3%

ERC20_avg_time_between_rec_2_tnx
Categorical

CONSTANT MISSING

Distinct	1
Distinct (%)	0.4%
Missing	47
Missing (%)	15.7%
Memory size	4.7 KiB

0.0	253

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	759
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	253	84.3%
(Missing)	47	15.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	253	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	506	66.7%
.	253	33.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	506	66.7%
Other Punctuation	253	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	506	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	253	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	759	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	506	66.7%
.	253	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	759	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	506	66.7%
.	253	33.3%

ERC20_avg_time_between_contract_tnx
Categorical

CONSTANT MISSING

Distinct	1
Distinct (%)	0.4%
Missing	47
Missing (%)	15.7%
Memory size	4.7 KiB

0.0	253

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	759
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	253	84.3%
(Missing)	47	15.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	253	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	506	66.7%
.	253	33.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	506	66.7%
Other Punctuation	253	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	506	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	253	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	759	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	506	66.7%
.	253	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	759	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	506	66.7%
.	253	33.3%

ERC20_min_val_rec
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	45
Distinct (%)	17.8%
Missing	47
Missing (%)	15.7%
Infinite	0
Infinite (%)	0.0%
Mean	42.103514

Minimum	0
Maximum	7812
Zeros	154
Zeros (%)	51.3%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1.337
95-th percentile	13.37
Maximum	7812
Range	7812
Interquartile range (IQR)	1.337

Descriptive statistics

Standard deviation	506.87263
Coefficient of variation (CV)	12.038725
Kurtosis	222.26076
Mean	42.103514
Median Absolute Deviation (MAD)	0
Skewness	14.639141
Sum	10652.189
Variance	256919.86
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=45)

Value	Count	Frequency (%)
0	154	51.3%
1.337	30	10.0%
13.37	24	8.0%
1	4	1.3%
0.428709	1	0.3%
0.132913	1	0.3%
0.76975	1	0.3%
1.705607	1	0.3%
0.211799	1	0.3%
16.008726	1	0.3%
Other values (35)	35	11.7%
(Missing)	47	15.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	154	51.3%
1 × 10^-6	1	0.3%
0.022498	1	0.3%
0.033298	1	0.3%
0.10586	1	0.3%
0.106389	1	0.3%
0.132913	1	0.3%
0.206079	1	0.3%
0.211799	1	0.3%
0.229197	1	0.3%

Value	Count	Frequency (%)
7812	1	0.3%
2000	1	0.3%
400	1	0.3%
16.008726	1	0.3%
15	1	0.3%
13.37	24	8.0%
6.026104	1	0.3%
5	1	0.3%
3.766315	1	0.3%
3.367117	1	0.3%

ERC20_max_val_rec
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	83
Distinct (%)	32.8%
Missing	47
Missing (%)	15.7%
Infinite	0
Infinite (%)	0.0%
Mean	6217512.9

Minimum	0
Maximum	1.553032 × 10⁹
Zeros	103
Zeros (%)	34.3%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1.337
Q3	13.37
95-th percentile	72221.8
Maximum	1.553032 × 10⁹
Range	1.553032 × 10⁹
Interquartile range (IQR)	13.37

Descriptive statistics

Standard deviation	97635675
Coefficient of variation (CV)	15.703333
Kurtosis	252.97503
Mean	6217512.9
Median Absolute Deviation (MAD)	1.337
Skewness	15.904805
Sum	1.5730308 × 10⁹
Variance	9.532725 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	103	34.3%
1.337	37	12.3%
13.37	22	7.3%
600	6	2.0%
99	4	1.3%
100	3	1.0%
15000	2	0.7%
1.705607	1	0.3%
2.085559	1	0.3%
0.106389	1	0.3%
Other values (73)	73	24.3%
(Missing)	47	15.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	103	34.3%
0.022498	1	0.3%
0.033298	1	0.3%
0.106389	1	0.3%
0.401946	1	0.3%
0.403529	1	0.3%
0.615886	1	0.3%
0.755608	1	0.3%
0.775401	1	0.3%
0.822304	1	0.3%

Value	Count	Frequency (%)
1553031969	1	0.3%
10000000	1	0.3%
3414993.809	1	0.3%
1750000	1	0.3%
1530000	1	0.3%
950000	1	0.3%
534600	1	0.3%
450523.0759	1	0.3%
342426.6	1	0.3%
325756.271	1	0.3%

ERC20_avg_val_rec
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	94
Distinct (%)	37.2%
Missing	47
Missing (%)	15.7%
Infinite	0
Infinite (%)	0.0%
Mean	100556.37

Minimum	0
Maximum	19913717
Zeros	103
Zeros (%)	34.3%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.819091
Q3	13.37
95-th percentile	7625.2011
Maximum	19913717
Range	19913717
Interquartile range (IQR)	13.37

Descriptive statistics

Standard deviation	1289504.8
Coefficient of variation (CV)	12.823701
Kurtosis	224.30841
Mean	100556.37
Median Absolute Deviation (MAD)	0.819091
Skewness	14.727997
Sum	25440762
Variance	1.6628226 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	103	34.3%
1.337	28	9.3%
13.37	22	7.3%
0.6685	7	2.3%
25.08425	2	0.7%
20.0674	2	0.7%
56.685	2	0.7%
2.085559	1	0.3%
0.106389	1	0.3%
6525.026877	1	0.3%
Other values (84)	84	28.0%
(Missing)	47	15.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	103	34.3%
0.022498	1	0.3%
0.033298	1	0.3%
0.106389	1	0.3%
0.1778	1	0.3%
0.315572	1	0.3%
0.400627	1	0.3%
0.445667	1	0.3%
0.58425	1	0.3%
0.589657	1	0.3%

Value	Count	Frequency (%)
19913716.8	1	0.3%
5000200	1	0.3%
99309.22418	1	0.3%
95157.5101	1	0.3%
59867.56272	1	0.3%
54327.12943	1	0.3%
50834.16797	1	0.3%
46922.85092	1	0.3%
18734.31699	1	0.3%
16589.61927	1	0.3%

ERC20_min_val_sent
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	15
Distinct (%)	5.9%
Missing	47
Missing (%)	15.7%
Infinite	0
Infinite (%)	0.0%
Mean	376.59459

Minimum	0
Maximum	49666.858
Zeros	236
Zeros (%)	78.7%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	6.6
Maximum	49666.858
Range	49666.858
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	3978.0854
Coefficient of variation (CV)	10.56331
Kurtosis	130.07958
Mean	376.59459
Median Absolute Deviation (MAD)	0
Skewness	11.361998
Sum	95278.432
Variance	15825163
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
0	236	78.7%
100	4	1.3%
2812	1	0.3%
0.306034	1	0.3%
1216.789506	1	0.3%
20.832242	1	0.3%
49666.85779	1	0.3%
1000	1	0.3%
39322.2956	1	0.3%
500	1	0.3%
Other values (5)	5	1.7%
(Missing)	47	15.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	236	78.7%
0.052769	1	0.3%
0.306034	1	0.3%
0.49478	1	0.3%
1	1	0.3%
15	1	0.3%
20.832242	1	0.3%
100	4	1.3%
322.8032	1	0.3%
500	1	0.3%

Value	Count	Frequency (%)
49666.85779	1	0.3%
39322.2956	1	0.3%
2812	1	0.3%
1216.789506	1	0.3%
1000	1	0.3%
500	1	0.3%
322.8032	1	0.3%
100	4	1.3%
20.832242	1	0.3%
15	1	0.3%

ERC20_max_val_sent
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	29
Distinct (%)	11.5%
Missing	47
Missing (%)	15.7%
Infinite	0
Infinite (%)	0.0%
Mean	24716.008

Minimum	0
Maximum	1948807
Zeros	222
Zeros (%)	74.0%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	21940
Maximum	1948807
Range	1948807
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	186822.63
Coefficient of variation (CV)	7.5587704
Kurtosis	82.597143
Mean	24716.008
Median Absolute Deviation (MAD)	0
Skewness	8.9836393
Sum	6253150
Variance	3.4902694 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
0	222	74.0%
100	4	1.3%
41035.5	1	0.3%
25760	1	0.3%
2184.300341	1	0.3%
15	1	0.3%
19900	1	0.3%
1948806.991	1	0.3%
10000	1	0.3%
37091.7838	1	0.3%
Other values (19)	19	6.3%
(Missing)	47	15.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	222	74.0%
3 × 10^-6	1	0.3%
4.482631	1	0.3%
15	1	0.3%
18.306	1	0.3%
20.832242	1	0.3%
100	4	1.3%
1216.789506	1	0.3%
1500	1	0.3%
2184.300341	1	0.3%

Value	Count	Frequency (%)
1948806.991	1	0.3%
1750000	1	0.3%
1350000	1	0.3%
342426	1	0.3%
325756.271	1	0.3%
164013	1	0.3%
85554	1	0.3%
49666.85779	1	0.3%
44811.975	1	0.3%
41035.5	1	0.3%

ERC20_avg_val_sent
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	29
Distinct (%)	11.5%
Missing	47
Missing (%)	15.7%
Infinite	0
Infinite (%)	0.0%
Mean	3290.3332

Minimum	0
Maximum	188244.72
Zeros	222
Zeros (%)	74.0%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	5068.9481
Maximum	188244.72
Range	188244.72
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	19361.942
Coefficient of variation (CV)	5.8844929
Kurtosis	50.285568
Mean	3290.3332
Median Absolute Deviation (MAD)	0
Skewness	6.8617733
Sum	832454.31
Variance	3.7488482 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
0	222	74.0%
100	4	1.3%
5138.620322	1	0.3%
5521.3565	1	0.3%
69.386818	1	0.3%
15	1	0.3%
5022.5	1	0.3%
188244.7194	1	0.3%
5656.283575	1	0.3%
5564.463339	1	0.3%
Other values (19)	19	6.3%
(Missing)	47	15.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	222	74.0%
1 × 10^-6	1	0.3%
0.99145	1	0.3%
12.204011	1	0.3%
15	1	0.3%
20.832242	1	0.3%
69.386818	1	0.3%
100	4	1.3%
1000	1	0.3%
1094.10707	1	0.3%

Value	Count	Frequency (%)
188244.7194	1	0.3%
132378.9656	1	0.3%
114188.949	1	0.3%
102859.9811	1	0.3%
101667.6478	1	0.3%
86633.45879	1	0.3%
49666.85779	1	0.3%
9623.479383	1	0.3%
7542.644658	1	0.3%
5656.283575	1	0.3%

ERC20_min_val_sent_contract
Categorical

CONSTANT MISSING

Distinct	1
Distinct (%)	0.4%
Missing	47
Missing (%)	15.7%
Memory size	4.7 KiB

0.0	253

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	759
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	253	84.3%
(Missing)	47	15.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	253	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	506	66.7%
.	253	33.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	506	66.7%
Other Punctuation	253	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	506	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	253	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	759	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	506	66.7%
.	253	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	759	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	506	66.7%
.	253	33.3%

ERC20_max_val_sent_contract
Categorical

CONSTANT MISSING

Distinct	1
Distinct (%)	0.4%
Missing	47
Missing (%)	15.7%
Memory size	4.7 KiB

0.0	253

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	759
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	253	84.3%
(Missing)	47	15.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	253	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	506	66.7%
.	253	33.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	506	66.7%
Other Punctuation	253	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	506	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	253	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	759	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	506	66.7%
.	253	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	759	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	506	66.7%
.	253	33.3%

ERC20_avg_val_sent_contract
Categorical

CONSTANT MISSING

Distinct	1
Distinct (%)	0.4%
Missing	47
Missing (%)	15.7%
Memory size	4.7 KiB

0.0	253

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	759
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	253	84.3%
(Missing)	47	15.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	253	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	506	66.7%
.	253	33.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	506	66.7%
Other Punctuation	253	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	506	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	253	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	759	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	506	66.7%
.	253	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	759	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	506	66.7%
.	253	33.3%

ERC20_uniq_sent_token_name
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	15
Distinct (%)	5.9%
Missing	47
Missing (%)	15.7%
Infinite	0
Infinite (%)	0.0%
Mean	1.1422925

Minimum	0
Maximum	58
Zeros	221
Zeros (%)	73.7%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3.4
Maximum	58
Range	58
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	5.9351246
Coefficient of variation (CV)	5.1958011
Kurtosis	64.067453
Mean	1.1422925
Median Absolute Deviation (MAD)	0
Skewness	7.5544352
Sum	289
Variance	35.225704
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
0	221	73.7%
1	13	4.3%
2	4	1.3%
3	2	0.7%
22	2	0.7%
4	2	0.7%
5	1	0.3%
6	1	0.3%
56	1	0.3%
58	1	0.3%
Other values (5)	5	1.7%
(Missing)	47	15.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	221	73.7%
1	13	4.3%
2	4	1.3%
3	2	0.7%
4	2	0.7%
5	1	0.3%
6	1	0.3%
10	1	0.3%
15	1	0.3%
16	1	0.3%

Value	Count	Frequency (%)
58	1	0.3%
56	1	0.3%
27	1	0.3%
22	2	0.7%
17	1	0.3%
16	1	0.3%
15	1	0.3%
10	1	0.3%
6	1	0.3%
5	1	0.3%

ERC20_uniq_rec_token_name
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	26
Distinct (%)	10.3%
Missing	47
Missing (%)	15.7%
Infinite	0
Infinite (%)	0.0%
Mean	4.5375494

Minimum	0
Maximum	211
Zeros	98
Zeros (%)	32.7%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	22
Maximum	211
Range	211
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	16.929932
Coefficient of variation (CV)	3.7310738
Kurtosis	91.842151
Mean	4.5375494
Median Absolute Deviation (MAD)	1
Skewness	8.5021039
Sum	1148
Variance	286.62259
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0	98	32.7%
1	74	24.7%
2	27	9.0%
3	11	3.7%
4	10	3.3%
5	7	2.3%
7	3	1.0%
6	3	1.0%
17	2	0.7%
12	2	0.7%
Other values (16)	16	5.3%
(Missing)	47	15.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	98	32.7%
1	74	24.7%
2	27	9.0%
3	11	3.7%
4	10	3.3%
5	7	2.3%
6	3	1.0%
7	3	1.0%
10	1	0.3%
11	1	0.3%

Value	Count	Frequency (%)
211	1	0.3%
89	1	0.3%
76	1	0.3%
59	1	0.3%
50	1	0.3%
49	1	0.3%
43	1	0.3%
40	1	0.3%
39	1	0.3%
32	1	0.3%

Auto

Heatmap
Table

	Avg_min_between_sent_tnx	Avg_min_between_received_tnx	Time_Diff_between_first_and_last_(Mins)	min_value_received	max_value_received	avg_val_received	min_val_sent	max_val_sent	avg_val_sent	total_Ether_sent	total_ether_received	total_ether_balance	Total_ERC20_tnxs	ERC20_total_Ether_received	ERC20_total_ether_sent	ERC20_uniq_sent_addr	ERC20_uniq_rec_addr	ERC20_uniq_rec_contract_addr	ERC20_min_val_rec	ERC20_max_val_rec	ERC20_avg_val_rec	ERC20_min_val_sent	ERC20_max_val_sent	ERC20_avg_val_sent	ERC20_uniq_sent_token_name	ERC20_uniq_rec_token_name	ERC20_total_Ether_sent_contract	ERC20_uniq_sent_addr.1
Avg_min_between_sent_tnx	1.000	0.257	0.287	0.292	0.299	0.270	0.081	0.522	0.433	0.589	0.256	0.050	0.074	0.060	0.372	0.374	0.057	0.060	-0.319	0.057	0.029	0.181	0.365	0.364	0.375	0.059	0.000	0.000
Avg_min_between_received_tnx	0.257	1.000	0.808	-0.346	0.063	-0.019	-0.254	-0.118	-0.175	-0.047	0.214	0.467	0.402	0.336	0.247	0.249	0.398	0.398	-0.041	0.316	0.296	0.094	0.262	0.261	0.249	0.399	0.000	0.000
Time_Diff_between_first_and_last_(Mins)	0.287	0.808	1.000	-0.299	0.127	0.032	-0.217	-0.044	-0.107	0.030	0.329	0.459	0.567	0.442	0.342	0.347	0.564	0.563	-0.064	0.417	0.390	0.141	0.348	0.346	0.347	0.563	0.358	0.358
min_value_received	0.292	-0.346	-0.299	1.000	0.497	0.639	0.705	0.741	0.777	0.696	0.285	-0.137	-0.615	-0.559	-0.165	-0.163	-0.608	-0.606	-0.383	-0.537	-0.534	-0.101	-0.169	-0.168	-0.162	-0.607	0.000	0.000
max_value_received	0.299	0.063	0.127	0.497	1.000	0.952	0.356	0.725	0.701	0.711	0.901	0.264	-0.182	-0.185	0.030	0.031	-0.164	-0.165	-0.442	-0.173	-0.184	-0.032	0.044	0.043	0.029	-0.164	0.000	0.000
avg_val_received	0.270	-0.019	0.032	0.639	0.952	1.000	0.436	0.736	0.734	0.710	0.822	0.188	-0.332	-0.318	-0.050	-0.049	-0.309	-0.311	-0.437	-0.304	-0.310	-0.067	-0.039	-0.040	-0.051	-0.309	0.000	0.000
min_val_sent	0.081	-0.254	-0.217	0.705	0.356	0.436	1.000	0.645	0.742	0.586	0.152	-0.162	-0.493	-0.435	-0.355	-0.355	-0.475	-0.472	-0.168	-0.411	-0.411	-0.202	-0.347	-0.347	-0.356	-0.471	0.000	0.000
max_val_sent	0.522	-0.118	-0.044	0.741	0.725	0.736	0.645	1.000	0.980	0.977	0.559	-0.155	-0.315	-0.285	0.120	0.121	-0.311	-0.307	-0.450	-0.265	-0.277	0.024	0.124	0.123	0.120	-0.307	0.000	0.000
avg_val_sent	0.433	-0.175	-0.107	0.777	0.701	0.734	0.742	0.980	1.000	0.947	0.522	-0.165	-0.391	-0.348	-0.003	-0.003	-0.383	-0.379	-0.409	-0.327	-0.335	-0.026	0.004	0.004	-0.004	-0.379	0.000	0.000
total_Ether_sent	0.589	-0.047	0.030	0.696	0.711	0.710	0.586	0.977	0.947	1.000	0.584	-0.139	-0.261	-0.231	0.182	0.184	-0.256	-0.254	-0.463	-0.216	-0.229	0.031	0.188	0.186	0.183	-0.253	0.000	0.000
total_ether_received	0.256	0.214	0.329	0.285	0.901	0.822	0.152	0.559	0.522	0.584	1.000	0.422	-0.036	-0.084	0.058	0.060	-0.011	-0.015	-0.384	-0.087	-0.098	-0.051	0.072	0.070	0.058	-0.012	0.000	0.000
total_ether_balance	0.050	0.467	0.459	-0.137	0.264	0.188	-0.162	-0.155	-0.165	-0.139	0.422	1.000	0.136	0.025	-0.173	-0.175	0.147	0.143	-0.087	0.005	-0.010	0.010	-0.157	-0.155	-0.175	0.145	0.000	0.000
Total_ERC20_tnxs	0.074	0.402	0.567	-0.615	-0.182	-0.332	-0.493	-0.315	-0.391	-0.261	-0.036	0.136	1.000	0.907	0.513	0.515	0.977	0.978	0.246	0.879	0.853	0.283	0.503	0.502	0.515	0.977	0.000	0.000
ERC20_total_Ether_received	0.060	0.336	0.442	-0.559	-0.185	-0.318	-0.435	-0.285	-0.348	-0.231	-0.084	0.025	0.907	1.000	0.442	0.440	0.914	0.916	0.445	0.991	0.985	0.230	0.450	0.449	0.439	0.918	0.000	0.000
ERC20_total_ether_sent	0.372	0.247	0.342	-0.165	0.030	-0.050	-0.355	0.120	-0.003	0.182	0.058	-0.173	0.513	0.442	1.000	0.998	0.405	0.411	-0.145	0.438	0.425	0.680	0.986	0.986	0.998	0.409	0.000	0.000
ERC20_uniq_sent_addr	0.374	0.249	0.347	-0.163	0.031	-0.049	-0.355	0.121	-0.003	0.184	0.060	-0.175	0.515	0.440	0.998	1.000	0.409	0.415	-0.150	0.435	0.420	0.668	0.982	0.981	1.000	0.412	0.000	0.000
ERC20_uniq_rec_addr	0.057	0.398	0.564	-0.608	-0.164	-0.309	-0.475	-0.311	-0.383	-0.256	-0.011	0.147	0.977	0.914	0.405	0.409	1.000	0.999	0.260	0.890	0.864	0.155	0.399	0.397	0.409	0.999	0.000	0.000
ERC20_uniq_rec_contract_addr	0.060	0.398	0.563	-0.606	-0.165	-0.311	-0.472	-0.307	-0.379	-0.254	-0.015	0.143	0.978	0.916	0.411	0.415	0.999	1.000	0.255	0.891	0.865	0.154	0.404	0.401	0.416	1.000	0.000	0.000
ERC20_min_val_rec	-0.319	-0.041	-0.064	-0.383	-0.442	-0.437	-0.168	-0.450	-0.409	-0.463	-0.384	-0.087	0.246	0.445	-0.145	-0.150	0.260	0.255	1.000	0.452	0.506	-0.003	-0.138	-0.136	-0.151	0.256	0.000	0.000
ERC20_max_val_rec	0.057	0.316	0.417	-0.537	-0.173	-0.304	-0.411	-0.265	-0.327	-0.216	-0.087	0.005	0.879	0.991	0.438	0.435	0.890	0.891	0.452	1.000	0.993	0.235	0.454	0.452	0.434	0.893	0.000	0.000
ERC20_avg_val_rec	0.029	0.296	0.390	-0.534	-0.184	-0.310	-0.411	-0.277	-0.335	-0.229	-0.098	-0.010	0.853	0.985	0.425	0.420	0.864	0.865	0.506	0.993	1.000	0.234	0.441	0.440	0.419	0.868	0.000	0.000
ERC20_min_val_sent	0.181	0.094	0.141	-0.101	-0.032	-0.067	-0.202	0.024	-0.026	0.031	-0.051	0.010	0.283	0.230	0.680	0.668	0.155	0.154	-0.003	0.235	0.234	1.000	0.694	0.700	0.661	0.154	0.000	0.000
ERC20_max_val_sent	0.365	0.262	0.348	-0.169	0.044	-0.039	-0.347	0.124	0.004	0.188	0.072	-0.157	0.503	0.450	0.986	0.982	0.399	0.404	-0.138	0.454	0.441	0.694	1.000	1.000	0.980	0.404	0.000	0.000
ERC20_avg_val_sent	0.364	0.261	0.346	-0.168	0.043	-0.040	-0.347	0.123	0.004	0.186	0.070	-0.155	0.502	0.449	0.986	0.981	0.397	0.401	-0.136	0.452	0.440	0.700	1.000	1.000	0.979	0.402	0.000	0.000
ERC20_uniq_sent_token_name	0.375	0.249	0.347	-0.162	0.029	-0.051	-0.356	0.120	-0.004	0.183	0.058	-0.175	0.515	0.439	0.998	1.000	0.409	0.416	-0.151	0.434	0.419	0.661	0.980	0.979	1.000	0.413	0.000	0.000
ERC20_uniq_rec_token_name	0.059	0.399	0.563	-0.607	-0.164	-0.309	-0.471	-0.307	-0.379	-0.253	-0.012	0.145	0.977	0.918	0.409	0.412	0.999	1.000	0.256	0.893	0.868	0.154	0.404	0.402	0.413	1.000	0.000	0.000
ERC20_total_Ether_sent_contract	0.000	0.000	0.358	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.495
ERC20_uniq_sent_addr.1	0.000	0.000	0.358	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.495	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	Avg_min_between_sent_tnx	Avg_min_between_received_tnx	Time_Diff_between_first_and_last_(Mins)	min_value_received	max_value_received	avg_val_received	min_val_sent	max_val_sent	avg_val_sent	total_Ether_sent	total_ether_received	total_ether_balance	Total_ERC20_tnxs	ERC20_total_Ether_received	ERC20_total_ether_sent	ERC20_uniq_sent_addr	ERC20_uniq_rec_addr	ERC20_uniq_rec_contract_addr	ERC20_min_val_rec	ERC20_max_val_rec	ERC20_avg_val_rec	ERC20_min_val_sent	ERC20_max_val_sent	ERC20_avg_val_sent	ERC20_uniq_sent_token_name	ERC20_uniq_rec_token_name
2351	21.65000	0.00000	64.95000	101.00000	101.00000	101.00000	1.00000	91.18740	33.66615	100.99845	101.00000	0.00155	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000
33	140.50000	0.00000	281.00000	5.00000	5.00000	5.00000	2.49694	2.50000	2.49847	4.99694	5.00000	0.00306	1.00000	13.37000	0.00000	0.00000	1.00000	1.00000	13.37000	13.37000	13.37000	0.00000	0.00000	0.00000	0.00000	1.00000
3638	0.00000	5192.47000	18411.57000	0.03000	1.05045	0.59808	0.50000	0.50000	0.50000	0.50000	1.79423	1.29423	7.00000	269.44665	0.00000	0.00000	6.00000	7.00000	0.00000	241.28787	38.49238	0.00000	0.00000	0.00000	0.00000	7.00000
4133	7133.41000	31214.68000	378118.77000	0.00100	187.06000	33.82849	0.00000	187.25300	15.04739	270.85300	270.62790	-0.22510	22.00000	1141890.12100	1141889.49000	7.00000	7.00000	6.00000	0.00000	342426.60000	95157.51010	0.00000	342426.00000	114188.94900	5.00000	6.00000
1406	485.61000	0.00000	971.22000	0.98029	0.98029	0.98029	1.23000	1.24000	1.23500	2.47000	0.98029	-1.48971	1.00000	13.37000	0.00000	0.00000	1.00000	1.00000	13.37000	13.37000	13.37000	0.00000	0.00000	0.00000	0.00000	1.00000
2024	12.93000	17.82000	61.48000	0.01235	0.08131	0.04683	0.00000	0.00000	0.00000	0.00000	0.09366	0.09366	3.00000	7812.00000	7812.00000	1.00000	1.00000	1.00000	7812.00000	7812.00000	7812.00000	2812.00000	5000.00000	3906.00000	1.00000	1.00000
538	0.00000	300.25000	11709.90000	0.00089	5.00000	0.92296	0.00000	0.00000	0.00000	0.00000	35.99561	35.99561	4.00000	100.33700	0.00000	0.00000	4.00000	4.00000	0.00000	99.00000	25.08425	0.00000	0.00000	0.00000	0.00000	4.00000
497	0.00000	157.81000	6154.77000	0.03073	18.00000	1.48978	0.00000	0.00000	0.00000	0.00000	58.10140	58.10140	6.00000	15105.33700	0.00000	0.00000	6.00000	6.00000	0.00000	15000.00000	2517.55617	0.00000	0.00000	0.00000	0.00000	6.00000
3313	107.70000	0.82000	324.73000	11.86102	89.13898	50.50000	2.00000	87.19844	33.66615	100.99844	101.00000	0.00156	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000
4546	0.00000	0.00000	31081.27000	0.35304	0.35304	0.35304	0.35262	0.35262	0.35262	0.35262	0.35304	0.00042	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000

	Avg_min_between_sent_tnx	Avg_min_between_received_tnx	Time_Diff_between_first_and_last_(Mins)	min_value_received	max_value_received	avg_val_received	min_val_sent	max_val_sent	avg_val_sent	total_Ether_sent	total_ether_received	total_ether_balance	Total_ERC20_tnxs	ERC20_total_Ether_received	ERC20_total_ether_sent	ERC20_total_Ether_sent_contract	ERC20_uniq_sent_addr	ERC20_uniq_rec_addr	ERC20_uniq_sent_addr.1	ERC20_uniq_rec_contract_addr	ERC20_avg_time_between_sent_tnx	ERC20_avg_time_between_rec_tnx	ERC20_avg_time_between_rec_2_tnx	ERC20_avg_time_between_contract_tnx	ERC20_min_val_rec	ERC20_max_val_rec	ERC20_avg_val_rec	ERC20_min_val_sent	ERC20_max_val_sent	ERC20_avg_val_sent	ERC20_min_val_sent_contract	ERC20_max_val_sent_contract	ERC20_avg_val_sent_contract	ERC20_uniq_sent_token_name	ERC20_uniq_rec_token_name
567	13073.97000	9951.52000	59124.93000	0.00500	0.69965	0.35232	0.00419	0.59771	0.23397	0.70190	0.70465	0.00275	1.00000	1.33700	0.00000	0.00000	0.00000	1.00000	0.00000	1.00000	0.00000	0.00000	0.00000	0.00000	1.33700	1.33700	1.33700	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	1.00000
1964	0.00000	49455.66000	197822.63000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
2346	9544.09000	37026.77000	931417.20000	1.01003	2.77000	1.11661	0.00900	2.76000	1.11520	22.30392	22.33224	0.02832	2.00000	20.58239	0.00000	0.00000	0.00000	2.00000	0.00000	2.00000	0.00000	0.00000	0.00000	0.00000	0.00000	20.58239	10.29119	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	2.00000
4561	0.00000	4571.55000	105145.72000	0.00000	15.62757	4.11375	0.00000	0.00000	0.00000	0.00000	94.61628	94.61628	1.00000	2.24141	0.00000	0.00000	0.00000	1.00000	0.00000	1.00000	0.00000	0.00000	0.00000	0.00000	2.24141	2.24141	2.24141	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	1.00000
3172	34.80000	0.00000	104.40000	101.00000	101.00000	101.00000	1.47052	84.44568	33.66616	100.99849	101.00000	0.00151	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000
1961	0.00000	167.47000	134630.73000	0.00109	6.52962	0.79307	52.44484	52.44484	52.44484	52.44484	40.44679	-11.99805	3.00000	1500.00000	0.00000	0.00000	0.00000	2.00000	0.00000	3.00000	0.00000	0.00000	0.00000	0.00000	0.00000	1500.00000	500.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	3.00000
2619	11129.38000	3594.92000	787773.73000	0.00500	22.83138	6.13340	0.00000	30.60380	2.08692	133.56285	128.80140	-4.76145	68.00000	164963.31020	138033.91250	0.00000	19.00000	30.00000	0.00000	43.00000	0.00000	0.00000	0.00000	0.00000	0.00000	33385.17214	3836.35605	0.00000	25760.00000	5521.35650	0.00000	0.00000	0.00000	17.00000	43.00000
1747	0.00000	1522.67000	3045.35000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
3984	0.00000	1684.81000	291471.38000	0.00000	89.90000	3.61212	0.00000	0.00000	0.00000	0.00000	624.89731	624.89731	5.00000	613.78988	0.00000	0.00000	0.00000	5.00000	0.00000	5.00000	0.00000	0.00000	0.00000	0.00000	0.00000	600.00000	122.75798	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	5.00000
4280	27016.12000	44867.83000	719316.67000	0.10000	9.99953	2.20290	0.00000	3.28400	1.02749	15.41240	15.42029	0.00789	15.00000	47648.50562	2929.48842	0.00000	2.00000	8.00000	0.00000	7.00000	0.00000	0.00000	0.00000	0.00000	0.00000	13541.36305	3665.26966	0.49478	2928.99364	1464.74421	0.00000	0.00000	0.00000	2.00000	7.00000

Most frequently occurring

	Total_ERC20_tnxs	ERC20_total_Ether_received	ERC20_total_ether_sent	ERC20_total_Ether_sent_contract	ERC20_uniq_sent_addr	ERC20_uniq_rec_addr	ERC20_uniq_sent_addr.1	ERC20_uniq_rec_contract_addr	ERC20_avg_time_between_sent_tnx	ERC20_avg_time_between_rec_tnx	ERC20_avg_time_between_rec_2_tnx	ERC20_avg_time_between_contract_tnx	ERC20_min_val_rec	ERC20_max_val_rec	ERC20_avg_val_rec	ERC20_min_val_sent	ERC20_max_val_sent	ERC20_avg_val_sent	ERC20_min_val_sent_contract	ERC20_max_val_sent_contract	ERC20_avg_val_sent_contract	ERC20_uniq_sent_token_name	ERC20_uniq_rec_token_name	# duplicates
2	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	16
1	1.00000	13.37000	0.00000	0.00000	0.00000	1.00000	0.00000	1.00000	0.00000	0.00000	0.00000	0.00000	13.37000	13.37000	13.37000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	1.00000	8
0	1.00000	1.33700	0.00000	0.00000	0.00000	1.00000	0.00000	1.00000	0.00000	0.00000	0.00000	0.00000	1.33700	1.33700	1.33700	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	1.00000	7

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Lowercase Letter

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories